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Correlation between COVID-19 pandemic, emotion intelligence and depressionZineldin, Mosad; Farhat, Anotine; Sogomonjan, MelitaActa scientific neurology2021 / p. 54-58 : ill https://doi.org/10.31080/ASNE.2021.04.0335

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Detrended fluctuation analysis of EEG in depressionBachmann, Maie; Suhhova, Anna; Lass, Jaanus; Aadamsoo, Kaire; Võhma, Ülle; Hinrikus, Hiie-AgnesXIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, MEDICON 2013, 25-28 September 2013, Seville, Spain2014 / p. 694-697 https://doi.org/10.1007/978-3-319-00846-2_172 Conference proceedings at Scopus Article at Scopus

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Editorial: Innovations in depression diagnosis and treatment outcome monitoringČukić, Milena B.; Savić, Danka; Bachmann, MaieFrontiers in digital health2023 / art. 1224999, 3 p https://doi.org/10.3389/fdgth.2023.1224999 Journal metrics at Scopus Article at Scopus Article at WOS

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EEG spectral asymmetry index for detection of depression at individual and fixed frequency bands [Electronic resource]Suhhova, Anna; Bachmann, Maie; Lass, Jaanus; Aadamsoo, Kaire; Võhma, Ülle; Hinrikus, HiieWorld Congress on Medical Physics and Biomedical Engineering May 26-31, 2012, Beijing, China2012 / p. 589-592 : ill [CD-ROM] https://link.springer.com/chapter/10.1007/978-3-642-29305-4_154 Conference Proceedings at Scopus Article at Scopus

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Effect of negative and positive emotions on EEG spectral asymmetryPäeske, Laura; Bachmann, Maie; Lass, Jaanus; Hinrikus, Hiie2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015 / p. 8107 - 8110 https://doi.org/10.1109/EMBC.2015.7320275 Conference Proceedings at Scopus Article at Scopus

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Ensemble approach for detection of depression using EEG featuresAvots, Egils; Jermakovs, Klavs; Bachmann, Maie; Päeske, Laura; Ozcinar, Cagri; Anbarjafari, GholamrezaEntropy2022 / art. 211 https://doi.org/10.3390/e24020211 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Evaluation of deep learning-based depression detection using medical claims dataBertl, Markus; Bignoumba, Nzamba; Ross, Peeter; Ben Yahia, Sadok; Draheim, DirkArtificial intelligence in medicine2024 / art. 102745, 16 p. : ill https://doi.org/10.1016/j.artmed.2023.102745

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Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal

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Evaluation of deep learning-based depression detection using medical claims data : preprintBertl, Markus; Bignoumba, Nzamba; Ross, Peeter; Ben Yahia, Sadok; Draheim, DirkSSRN2023 / p. 1-34 : ill https://doi.org/10.2139/ssrn.4478987

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Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik

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Fractal analysis of electrophysiological signals to detect and monitor depression : what we know so far?Čukić, Milena; Olejarzcyk, Elzbieta; Bachmann, MaieThe Fractal Geometry of the Brain2024 / p. 677 - 692 https://doi.org/10.1007/978-3-031-47606-8_34 Article collection metrics at Scopus Article at Scopus

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Higuchi’s fractal dimension for analysis of the effect of microwave exposure in depressionBachmann, Maie; Suhhova, Anna; Lass, Jaanus; Aadamsoo, Kaire; Võhma, Ülle; Hinrikus, HiieProceedings : 7th International Workshop on Biological Effects of Electromagnetic Field : October 2012 (Malta)2012 / 4 p. : ill

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Lempel Ziv complexity of EEG in depressionBachmann, Maie; Kalev, Kaia; Suhhova, Anna; Lass, Jaanus; Hinrikus, Hiie6th European Conference of the International Federation for Medical and Biological Engineering, MBEC 2014, 7-11 September 2014, Dubrovnik, Croatia2015 / p. 58-61 : ill https://doi.org/10.1007/978-3-319-11128-5_15 Conference proceedings at Scopus Article at Scopus Article at WOS

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Lempel-Ziv and multiscale Lempel-Ziv complexity in depressionKalev, Kaia; Bachmann, Maie; Päeske, Laura; Lass, Jaanus; Hinrikus, Hiie2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015 / art. 7319310 https://doi.org/10.1109/EMBC.2015.7319310 Conference Proceedings at Scopus Article at Scopus

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Methods for classifying depression in single channel EEG using linear and nonlinear signal analysisBachmann, Maie; Päeske, Laura; Kalev, Kaia; Aarma, Katrin; Lehtmets, Andres; Ööpik, Pille; Lass, Jaanus; Hinrikus, HiieComputer methods and programs in biomedicine2018 / p. 11−17 : ill https://doi.org/10.1016/j.cmpb.2017.11.023 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Occupational health care personnel tackling alcohol overuse - an observational study of work processes and patient characteristicsKuronen, Jarmo; Winell, Klas; Hartšenko, Jelena; Räsänen, KimmoBMC Public Health2022 / art. 67 https://doi.org/10.1186/s12889-021-12473-2 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Predicting psychiatric diseases using autoAI : a performance analysis based on health insurance billing dataBertl, Markus; Ross, Peeter; Draheim, DirkDatabase and Expert Systems Applications : 32nd International Conference, DEXA 2021, Virtual Event, September 27-30, 2021 : proceedings. Part I2021 / p. 104-111 https://doi.org/10.1007/978-3-030-86472-9_9 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

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Related publications 1

Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik

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A report on the survey. Attitudes of Estonian healthcare professionals to internet-delivered cognitive behavioural therapySogomonjan, Melita; Kerikmäe, Tanel; Ööpik, Pille; Ross, PeeterCogent psychology2019 / art. 1637623, 12 p https://doi.org/10.1080/23311908.2019.1637623 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Understanding failure in digital health implementation – a case study of Implementing Computerised Cognitive Behaviour Therapy (cCBT) in Estonia = Mõtestades e-Tervise rakendamise ebaõnnestumist - arvutipõhise kognitiivse käitumisteraapia (KKT) rakendamise juhtumiuuring Eestis

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A review article on Internet-based psychological interventions in primary care. What is the global experience? How reliable are results from RCTs? Lessons learned from the European, US and Australian case studiesSogomonjan, Melita; Kerikmäe, Tanel; Ööpik, PilleBaltic journal of European studies2018 / p. 145-163 : ill https://content.sciendo.com/view/journals/bjes/8/2/article-p145.xml https://doi.org/10.1515/bjes-2018-0019 Journal metrics at Scopus Article at Scopus Article at WOS

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Understanding failure in digital health implementation – a case study of Implementing Computerised Cognitive Behaviour Therapy (cCBT) in Estonia = Mõtestades e-Tervise rakendamise ebaõnnestumist - arvutipõhise kognitiivse käitumisteraapia (KKT) rakendamise juhtumiuuring Eestis

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Selection of EEG frequency bands for detection of depressionKalev, Kaia; Bachmann, Maie16th Nordic-Baltic Conference on Biomedical Engineering : 16. NBC & 10. MTD 2014 Joint Conferences, October 14-16, 2014, Gothenburg, Sweden2015 / p. 55-58 https://doi.org/10.1007/978-3-319-12967-9_15 Conference proceedings at Scopus Article at Scopus Article at WOS

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Spectral asymmetry and Higuchi's fractal dimension measures of depression electroencephalogramBachmann, Maie; Lass, Jaanus; Suhhova, Anna; Hinrikus, HiieComputational and Mathematical Methods in Medicine2013 / art. 251638 https://doi.org/10.1155/2013/251638 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Threshold of radiofrequency electromagnetic field effect on human brainHinrikus, Hiie; Lass, Jaanus; Bachmann, MaieInternational journal of radiation biology2021 / p. 1505-1515 : ill https://doi.org/10.1080/09553002.2021.1969055 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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